Survey Report on AI Based Dynamic Study Management System

Students often struggle with time management. This leads to last-minute studying, missed deadlines, and increased stress. Current study planning tools are usually fixed and do not adjust to a student’s changing performance, learning style, or schedule. To solve these issues, we propose an AI-power dynamic study management system.. This system generates personalized study schedules, automatically summarizes study materials using Natural Language Processing (NLP), and creates adaptive quizzes to support learning. It uses a mix of machine learning and reinforcement learning to analyze performance data, prioritize topics, and modify study plans based on quiz results, upcoming deadlines, and identified knowledge gaps. By offering clear recommendations and real-time adjustments, this solution aims to improve academic efficiency, enhance knowledge retention, and lower study-related stress, providing a powerful tool for modern education.